Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 4325 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.1 MiB |
| Average record size in memory | 758.0 B |
Variable types
| Categorical | 10 |
|---|---|
| Numeric | 13 |
Date has a high cardinality: 1278 distinct values | High cardinality |
Production Date has a high cardinality: 1405 distinct values | High cardinality |
Expiration Date has a high cardinality: 1441 distinct values | High cardinality |
Product ID is highly overall correlated with Product Name and 1 other fields | High correlation |
Quantity (liters/kg) is highly overall correlated with Total Value and 3 other fields | High correlation |
Price per Unit is highly overall correlated with Total Value and 1 other fields | High correlation |
Total Value is highly overall correlated with Quantity (liters/kg) and 5 other fields | High correlation |
Shelf Life (days) is highly overall correlated with Product Name and 1 other fields | High correlation |
Quantity Sold (liters/kg) is highly overall correlated with Quantity (liters/kg) and 2 other fields | High correlation |
Price per Unit (sold) is highly overall correlated with Price per Unit and 1 other fields | High correlation |
Approx. Total Revenue(INR) is highly overall correlated with Quantity (liters/kg) and 2 other fields | High correlation |
Quantity in Stock (liters/kg) is highly overall correlated with Quantity (liters/kg) and 1 other fields | High correlation |
Product Name is highly overall correlated with Product ID and 2 other fields | High correlation |
Storage Condition is highly overall correlated with Product ID and 2 other fields | High correlation |
Date is uniformly distributed | Uniform |
Production Date is uniformly distributed | Uniform |
Expiration Date is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2023-09-05 12:52:52.033480 |
|---|---|
| Analysis finished | 2023-09-05 12:53:42.923387 |
| Duration | 50.89 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Location
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.2 KiB |
| Delhi | |
|---|---|
| Chandigarh | |
| Uttar Pradesh | |
| Gujarat | |
| Karnataka | |
| Other values (10) |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 8.830289 |
| Min length | 5 |
Characters and Unicode
| Total characters | 38191 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Telangana |
|---|---|
| 2nd row | Uttar Pradesh |
| 3rd row | Tamil Nadu |
| 4th row | Telangana |
| 5th row | Maharashtra |
Common Values
| Value | Count | Frequency (%) |
| Delhi | 525 | |
| Chandigarh | 519 | |
| Uttar Pradesh | 276 | 6.4% |
| Gujarat | 267 | 6.2% |
| Karnataka | 261 | 6.0% |
| Madhya Pradesh | 259 | 6.0% |
| Rajasthan | 256 | 5.9% |
| Maharashtra | 255 | 5.9% |
| Haryana | 253 | 5.8% |
| Kerala | 249 | 5.8% |
| Other values (5) | 1205 |
Length
| Value | Count | Frequency (%) |
| pradesh | 535 | 10.0% |
| delhi | 525 | 9.9% |
| chandigarh | 519 | 9.7% |
| uttar | 276 | 5.2% |
| gujarat | 267 | 5.0% |
| karnataka | 261 | 4.9% |
| madhya | 259 | 4.9% |
| rajasthan | 256 | 4.8% |
| maharashtra | 255 | 4.8% |
| haryana | 253 | 4.8% |
| Other values (8) | 1918 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 9162 | |
| h | 3864 | |
| r | 3363 | 8.8% |
| n | 2274 | 6.0% |
| e | 2039 | 5.3% |
| t | 1832 | 4.8% |
| d | 1784 | 4.7% |
| i | 1512 | 4.0% |
| l | 1486 | 3.9% |
| s | 1287 | 3.4% |
| Other values (21) | 9588 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31868 | |
| Uppercase Letter | 5324 | 13.9% |
| Space Separator | 999 | 2.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9162 | |
| h | 3864 | |
| r | 3363 | 10.6% |
| n | 2274 | 7.1% |
| e | 2039 | 6.4% |
| t | 1832 | 5.7% |
| d | 1784 | 5.6% |
| i | 1512 | 4.7% |
| l | 1486 | 4.7% |
| s | 1287 | 4.0% |
| Other values (6) | 3265 | 10.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 535 | |
| D | 525 | |
| C | 519 | |
| M | 514 | |
| K | 510 | |
| B | 486 | |
| T | 471 | |
| U | 276 | 5.2% |
| G | 267 | 5.0% |
| R | 256 | 4.8% |
| Other values (4) | 965 |
Space Separator
| Value | Count | Frequency (%) |
| 999 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37192 | |
| Common | 999 | 2.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9162 | |
| h | 3864 | |
| r | 3363 | 9.0% |
| n | 2274 | 6.1% |
| e | 2039 | 5.5% |
| t | 1832 | 4.9% |
| d | 1784 | 4.8% |
| i | 1512 | 4.1% |
| l | 1486 | 4.0% |
| s | 1287 | 3.5% |
| Other values (20) | 8589 |
Common
| Value | Count | Frequency (%) |
| 999 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38191 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 9162 | |
| h | 3864 | |
| r | 3363 | 8.8% |
| n | 2274 | 6.0% |
| e | 2039 | 5.3% |
| t | 1832 | 4.8% |
| d | 1784 | 4.7% |
| i | 1512 | 4.0% |
| l | 1486 | 3.9% |
| s | 1287 | 3.4% |
| Other values (21) | 9588 |
Total Land Area (acres)
Real number (ℝ)
| Distinct | 4235 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 503.48307 |
| Minimum | 10.17 |
|---|---|
| Maximum | 999.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 10.17 |
|---|---|
| 5-th percentile | 56.362 |
| Q1 | 252.95 |
| median | 509.17 |
| Q3 | 751.25 |
| 95-th percentile | 946.298 |
| Maximum | 999.53 |
| Range | 989.36 |
| Interquartile range (IQR) | 498.3 |
Descriptive statistics
| Standard deviation | 285.93506 |
|---|---|
| Coefficient of variation (CV) | 0.56791395 |
| Kurtosis | -1.2038243 |
| Mean | 503.48307 |
| Median Absolute Deviation (MAD) | 249.55 |
| Skewness | -0.020572007 |
| Sum | 2177564.3 |
| Variance | 81758.859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 609.62 | 3 | 0.1% |
| 637.96 | 2 | < 0.1% |
| 50.61 | 2 | < 0.1% |
| 207.06 | 2 | < 0.1% |
| 783.52 | 2 | < 0.1% |
| 131.86 | 2 | < 0.1% |
| 378.37 | 2 | < 0.1% |
| 837.07 | 2 | < 0.1% |
| 50.03 | 2 | < 0.1% |
| 680.4 | 2 | < 0.1% |
| Other values (4225) | 4304 |
| Value | Count | Frequency (%) |
| 10.17 | 1 | |
| 10.25 | 1 | |
| 10.32 | 1 | |
| 10.91 | 1 | |
| 11.32 | 1 | |
| 11.48 | 2 | |
| 11.73 | 1 | |
| 11.86 | 1 | |
| 12 | 1 | |
| 12.64 | 1 |
| Value | Count | Frequency (%) |
| 999.53 | 1 | |
| 999.39 | 1 | |
| 999.18 | 1 | |
| 998.99 | 1 | |
| 998.55 | 1 | |
| 998.53 | 1 | |
| 998.5 | 1 | |
| 998.12 | 1 | |
| 997.31 | 1 | |
| 997.26 | 1 |
Number of Cows
Real number (ℝ)
| Distinct | 91 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.963699 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 32 |
| median | 55 |
| Q3 | 77 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 26.111487 |
|---|---|
| Coefficient of variation (CV) | 0.47506785 |
| Kurtosis | -1.1917445 |
| Mean | 54.963699 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.019617027 |
| Sum | 237718 |
| Variance | 681.80974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 89 | 63 | 1.5% |
| 25 | 63 | 1.5% |
| 34 | 62 | 1.4% |
| 55 | 61 | 1.4% |
| 94 | 60 | 1.4% |
| 29 | 60 | 1.4% |
| 58 | 60 | 1.4% |
| 42 | 59 | 1.4% |
| 77 | 59 | 1.4% |
| 28 | 58 | 1.3% |
| Other values (81) | 3720 |
| Value | Count | Frequency (%) |
| 10 | 45 | |
| 11 | 47 | |
| 12 | 47 | |
| 13 | 50 | |
| 14 | 41 | |
| 15 | 34 | |
| 16 | 45 | |
| 17 | 44 | |
| 18 | 45 | |
| 19 | 50 |
| Value | Count | Frequency (%) |
| 100 | 44 | |
| 99 | 40 | |
| 98 | 54 | |
| 97 | 42 | |
| 96 | 51 | |
| 95 | 48 | |
| 94 | 60 | |
| 93 | 46 | |
| 92 | 50 | |
| 91 | 46 |
Farm Size
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 263.4 KiB |
| Large | |
|---|---|
| Medium | |
| Small |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.3327168 |
| Min length | 5 |
Characters and Unicode
| Total characters | 23064 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Large |
| 3rd row | Medium |
| 4th row | Small |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Large | 1462 | |
| Medium | 1439 | |
| Small | 1424 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| large | 1462 | |
| medium | 1439 | |
| small | 1424 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2901 | |
| a | 2886 | |
| m | 2863 | |
| l | 2848 | |
| L | 1462 | |
| r | 1462 | |
| g | 1462 | |
| M | 1439 | |
| d | 1439 | |
| i | 1439 | |
| Other values (2) | 2863 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 18739 | |
| Uppercase Letter | 4325 | 18.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2901 | |
| a | 2886 | |
| m | 2863 | |
| l | 2848 | |
| r | 1462 | |
| g | 1462 | |
| d | 1439 | |
| i | 1439 | |
| u | 1439 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 1462 | |
| M | 1439 | |
| S | 1424 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23064 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2901 | |
| a | 2886 | |
| m | 2863 | |
| l | 2848 | |
| L | 1462 | |
| r | 1462 | |
| g | 1462 | |
| M | 1439 | |
| d | 1439 | |
| i | 1439 | |
| Other values (2) | 2863 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2901 | |
| a | 2886 | |
| m | 2863 | |
| l | 2848 | |
| L | 1462 | |
| r | 1462 | |
| g | 1462 | |
| M | 1439 | |
| d | 1439 | |
| i | 1439 | |
| Other values (2) | 2863 |
Date
Categorical
HIGH CARDINALITY  UNIFORM 
| Distinct | 1278 |
|---|---|
| Distinct (%) | 29.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 283.1 KiB |
| 28/01/2021 | 11 |
|---|---|
| 22/09/2022 | 10 |
| 20/04/2020 | 9 |
| 23/06/2019 | 9 |
| 21/09/2021 | 9 |
| Other values (1273) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 43250 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 161 ? |
|---|---|
| Unique (%) | 3.7% |
Sample
| 1st row | 17/02/2022 |
|---|---|
| 2nd row | 01/12/2021 |
| 3rd row | 28/02/2022 |
| 4th row | 09/06/2019 |
| 5th row | 14/12/2020 |
Common Values
| Value | Count | Frequency (%) |
| 28/01/2021 | 11 | 0.3% |
| 22/09/2022 | 10 | 0.2% |
| 20/04/2020 | 9 | 0.2% |
| 23/06/2019 | 9 | 0.2% |
| 21/09/2021 | 9 | 0.2% |
| 23/11/2022 | 9 | 0.2% |
| 03/10/2021 | 8 | 0.2% |
| 19/10/2020 | 8 | 0.2% |
| 15/07/2021 | 8 | 0.2% |
| 01/04/2020 | 8 | 0.2% |
| Other values (1268) | 4236 |
Length
| Value | Count | Frequency (%) |
| 28/01/2021 | 11 | 0.3% |
| 22/09/2022 | 10 | 0.2% |
| 20/04/2020 | 9 | 0.2% |
| 23/06/2019 | 9 | 0.2% |
| 21/09/2021 | 9 | 0.2% |
| 23/11/2022 | 9 | 0.2% |
| 20/01/2020 | 8 | 0.2% |
| 05/06/2021 | 8 | 0.2% |
| 10/12/2021 | 8 | 0.2% |
| 20/09/2019 | 8 | 0.2% |
| Other values (1268) | 4236 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 11145 | |
| 0 | 10725 | |
| / | 8650 | |
| 1 | 6025 | |
| 9 | 1786 | 4.1% |
| 6 | 877 | 2.0% |
| 7 | 842 | 1.9% |
| 5 | 837 | 1.9% |
| 3 | 806 | 1.9% |
| 4 | 792 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34600 | |
| Other Punctuation | 8650 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 11145 | |
| 0 | 10725 | |
| 1 | 6025 | |
| 9 | 1786 | 5.2% |
| 6 | 877 | 2.5% |
| 7 | 842 | 2.4% |
| 5 | 837 | 2.4% |
| 3 | 806 | 2.3% |
| 4 | 792 | 2.3% |
| 8 | 765 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 8650 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 11145 | |
| 0 | 10725 | |
| / | 8650 | |
| 1 | 6025 | |
| 9 | 1786 | 4.1% |
| 6 | 877 | 2.0% |
| 7 | 842 | 1.9% |
| 5 | 837 | 1.9% |
| 3 | 806 | 1.9% |
| 4 | 792 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 11145 | |
| 0 | 10725 | |
| / | 8650 | |
| 1 | 6025 | |
| 9 | 1786 | 4.1% |
| 6 | 877 | 2.0% |
| 7 | 842 | 1.9% |
| 5 | 837 | 1.9% |
| 3 | 806 | 1.9% |
| 4 | 792 | 1.8% |
Product ID
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5095954 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8429787 |
|---|---|
| Coefficient of variation (CV) | 0.516005 |
| Kurtosis | -1.1980782 |
| Mean | 5.5095954 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.024827298 |
| Sum | 23829 |
| Variance | 8.0825282 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 479 | |
| 7 | 447 | |
| 9 | 441 | |
| 4 | 437 | |
| 8 | 435 | |
| 2 | 431 | |
| 1 | 429 | |
| 5 | 423 | |
| 10 | 402 | |
| 3 | 401 |
| Value | Count | Frequency (%) |
| 1 | 429 | |
| 2 | 431 | |
| 3 | 401 | |
| 4 | 437 | |
| 5 | 423 | |
| 6 | 479 | |
| 7 | 447 | |
| 8 | 435 | |
| 9 | 441 | |
| 10 | 402 |
| Value | Count | Frequency (%) |
| 10 | 402 | |
| 9 | 441 | |
| 8 | 435 | |
| 7 | 447 | |
| 6 | 479 | |
| 5 | 423 | |
| 4 | 437 | |
| 3 | 401 | |
| 2 | 431 | |
| 1 | 429 |
Product Name
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.2 KiB |
| Curd | |
|---|---|
| Lassi | |
| Paneer | |
| Yogurt | |
| Buttermilk | |
| Other values (5) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 5.9865896 |
| Min length | 4 |
Characters and Unicode
| Total characters | 25892 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ice Cream |
|---|---|
| 2nd row | Milk |
| 3rd row | Yogurt |
| 4th row | Cheese |
| 5th row | Buttermilk |
Common Values
| Value | Count | Frequency (%) |
| Curd | 479 | |
| Lassi | 447 | |
| Paneer | 441 | |
| Yogurt | 437 | |
| Buttermilk | 435 | |
| Butter | 431 | |
| Milk | 429 | |
| Ice Cream | 423 | |
| Ghee | 402 | |
| Cheese | 401 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| curd | 479 | |
| lassi | 447 | |
| paneer | 441 | |
| yogurt | 437 | |
| buttermilk | 435 | |
| butter | 431 | |
| milk | 429 | |
| ice | 423 | |
| cream | 423 | |
| ghee | 402 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4601 | |
| r | 2646 | 10.2% |
| t | 2169 | 8.4% |
| u | 1782 | 6.9% |
| a | 1311 | 5.1% |
| i | 1311 | 5.1% |
| C | 1303 | 5.0% |
| s | 1295 | 5.0% |
| B | 866 | 3.3% |
| k | 864 | 3.3% |
| Other values (15) | 7744 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20721 | |
| Uppercase Letter | 4748 | 18.3% |
| Space Separator | 423 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4601 | |
| r | 2646 | |
| t | 2169 | |
| u | 1782 | 8.6% |
| a | 1311 | 6.3% |
| i | 1311 | 6.3% |
| s | 1295 | 6.2% |
| k | 864 | 4.2% |
| l | 864 | 4.2% |
| m | 858 | 4.1% |
| Other values (6) | 3020 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1303 | |
| B | 866 | |
| L | 447 | 9.4% |
| P | 441 | 9.3% |
| Y | 437 | 9.2% |
| M | 429 | 9.0% |
| I | 423 | 8.9% |
| G | 402 | 8.5% |
Space Separator
| Value | Count | Frequency (%) |
| 423 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25469 | |
| Common | 423 | 1.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4601 | |
| r | 2646 | 10.4% |
| t | 2169 | 8.5% |
| u | 1782 | 7.0% |
| a | 1311 | 5.1% |
| i | 1311 | 5.1% |
| C | 1303 | 5.1% |
| s | 1295 | 5.1% |
| B | 866 | 3.4% |
| k | 864 | 3.4% |
| Other values (14) | 7321 |
Common
| Value | Count | Frequency (%) |
| 423 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25892 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4601 | |
| r | 2646 | 10.2% |
| t | 2169 | 8.4% |
| u | 1782 | 6.9% |
| a | 1311 | 5.1% |
| i | 1311 | 5.1% |
| C | 1303 | 5.0% |
| s | 1295 | 5.0% |
| B | 866 | 3.3% |
| k | 864 | 3.3% |
| Other values (15) | 7744 |
Brand
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 273.6 KiB |
| Amul | |
|---|---|
| Mother Dairy | |
| Raj | |
| Sudha | |
| Dodla Dairy | |
| Other values (6) |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 7.7574566 |
| Min length | 3 |
Characters and Unicode
| Total characters | 33551 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Dodla Dairy |
|---|---|
| 2nd row | Amul |
| 3rd row | Dodla Dairy |
| 4th row | Britannia Industries |
| 5th row | Mother Dairy |
Common Values
| Value | Count | Frequency (%) |
| Amul | 1053 | |
| Mother Dairy | 1010 | |
| Raj | 685 | |
| Sudha | 648 | |
| Dodla Dairy | 222 | 5.1% |
| Palle2patnam | 211 | 4.9% |
| Dynamix Dairies | 106 | 2.5% |
| Warana | 104 | 2.4% |
| Parag Milk Foods | 102 | 2.4% |
| Passion Cheese | 96 | 2.2% |
Length
| Value | Count | Frequency (%) |
| dairy | 1232 | |
| amul | 1053 | |
| mother | 1010 | |
| raj | 685 | |
| sudha | 648 | |
| dodla | 222 | 3.7% |
| palle2patnam | 211 | 3.5% |
| dairies | 106 | 1.8% |
| dynamix | 106 | 1.8% |
| warana | 104 | 1.7% |
| Other values (7) | 674 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 4420 | 13.2% |
| r | 2730 | 8.1% |
| i | 2012 | 6.0% |
| l | 1799 | 5.4% |
| u | 1789 | 5.3% |
| h | 1754 | 5.2% |
| 1726 | 5.1% | |
| e | 1703 | 5.1% |
| D | 1666 | 5.0% |
| o | 1532 | 4.6% |
| Other values (22) | 12420 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 25563 | |
| Uppercase Letter | 6051 | 18.0% |
| Space Separator | 1726 | 5.1% |
| Decimal Number | 211 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4420 | |
| r | 2730 | |
| i | 2012 | 7.9% |
| l | 1799 | 7.0% |
| u | 1789 | 7.0% |
| h | 1754 | 6.9% |
| e | 1703 | 6.7% |
| o | 1532 | 6.0% |
| t | 1397 | 5.5% |
| m | 1370 | 5.4% |
| Other values (9) | 5057 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 1666 | |
| M | 1112 | |
| A | 1053 | |
| R | 685 | |
| S | 648 | 10.7% |
| P | 409 | 6.8% |
| W | 104 | 1.7% |
| F | 102 | 1.7% |
| C | 96 | 1.6% |
| B | 88 | 1.5% |
Space Separator
| Value | Count | Frequency (%) |
| 1726 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 211 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 31614 | |
| Common | 1937 | 5.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 4420 | |
| r | 2730 | 8.6% |
| i | 2012 | 6.4% |
| l | 1799 | 5.7% |
| u | 1789 | 5.7% |
| h | 1754 | 5.5% |
| e | 1703 | 5.4% |
| D | 1666 | 5.3% |
| o | 1532 | 4.8% |
| t | 1397 | 4.4% |
| Other values (20) | 10812 |
Common
| Value | Count | Frequency (%) |
| 1726 | ||
| 2 | 211 | 10.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33551 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 4420 | 13.2% |
| r | 2730 | 8.1% |
| i | 2012 | 6.0% |
| l | 1799 | 5.4% |
| u | 1789 | 5.3% |
| h | 1754 | 5.2% |
| 1726 | 5.1% | |
| e | 1703 | 5.1% |
| D | 1666 | 5.0% |
| o | 1532 | 4.6% |
| Other values (22) | 12420 |
Quantity (liters/kg)
Real number (ℝ)
| Distinct | 4224 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 500.65266 |
| Minimum | 1.17 |
|---|---|
| Maximum | 999.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 1.17 |
|---|---|
| 5-th percentile | 45.516 |
| Q1 | 254.17 |
| median | 497.55 |
| Q3 | 749.78 |
| 95-th percentile | 946.194 |
| Maximum | 999.93 |
| Range | 998.76 |
| Interquartile range (IQR) | 495.61 |
Descriptive statistics
| Standard deviation | 288.97592 |
|---|---|
| Coefficient of variation (CV) | 0.57719841 |
| Kurtosis | -1.1912202 |
| Mean | 500.65266 |
| Median Absolute Deviation (MAD) | 247.63 |
| Skewness | -0.014905626 |
| Sum | 2165322.7 |
| Variance | 83507.08 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 318.52 | 3 | 0.1% |
| 34.5 | 3 | 0.1% |
| 385.32 | 2 | < 0.1% |
| 423.1 | 2 | < 0.1% |
| 68.79 | 2 | < 0.1% |
| 339.45 | 2 | < 0.1% |
| 965.9 | 2 | < 0.1% |
| 485.65 | 2 | < 0.1% |
| 345.37 | 2 | < 0.1% |
| 432.96 | 2 | < 0.1% |
| Other values (4214) | 4303 |
| Value | Count | Frequency (%) |
| 1.17 | 1 | |
| 1.22 | 1 | |
| 1.24 | 1 | |
| 1.58 | 1 | |
| 2.11 | 1 | |
| 2.29 | 1 | |
| 2.72 | 1 | |
| 3.1 | 1 | |
| 3.23 | 1 | |
| 3.46 | 1 |
| Value | Count | Frequency (%) |
| 999.93 | 1 | |
| 999.87 | 1 | |
| 999.82 | 1 | |
| 999.8 | 1 | |
| 999.78 | 1 | |
| 999.16 | 1 | |
| 998.55 | 1 | |
| 998.52 | 1 | |
| 997.98 | 1 | |
| 997.91 | 1 |
Price per Unit
Real number (ℝ)
| Distinct | 3409 |
|---|---|
| Distinct (%) | 78.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.785938 |
| Minimum | 10.03 |
|---|---|
| Maximum | 99.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 10.03 |
|---|---|
| 5-th percentile | 14.056 |
| Q1 | 32.46 |
| median | 54.4 |
| Q3 | 77.46 |
| 95-th percentile | 95.198 |
| Maximum | 99.99 |
| Range | 89.96 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 26.002815 |
|---|---|
| Coefficient of variation (CV) | 0.47462571 |
| Kurtosis | -1.197723 |
| Mean | 54.785938 |
| Median Absolute Deviation (MAD) | 22.39 |
| Skewness | 0.0093223587 |
| Sum | 236949.18 |
| Variance | 676.14638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85.72 | 5 | 0.1% |
| 94.88 | 4 | 0.1% |
| 46.01 | 4 | 0.1% |
| 29.74 | 4 | 0.1% |
| 31.05 | 4 | 0.1% |
| 58.57 | 4 | 0.1% |
| 24.45 | 4 | 0.1% |
| 41.05 | 4 | 0.1% |
| 22.47 | 4 | 0.1% |
| 66.12 | 4 | 0.1% |
| Other values (3399) | 4284 |
| Value | Count | Frequency (%) |
| 10.03 | 1 | |
| 10.05 | 1 | |
| 10.09 | 1 | |
| 10.11 | 2 | |
| 10.15 | 1 | |
| 10.16 | 2 | |
| 10.17 | 1 | |
| 10.19 | 1 | |
| 10.28 | 1 | |
| 10.32 | 1 |
| Value | Count | Frequency (%) |
| 99.99 | 1 | |
| 99.96 | 2 | |
| 99.94 | 1 | |
| 99.84 | 1 | |
| 99.78 | 2 | |
| 99.73 | 1 | |
| 99.71 | 1 | |
| 99.7 | 1 | |
| 99.68 | 1 | |
| 99.65 | 1 |
Total Value
Real number (ℝ)
| Distinct | 4324 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27357.845 |
| Minimum | 42.5165 |
|---|---|
| Maximum | 99036.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 42.5165 |
|---|---|
| 5-th percentile | 1843.367 |
| Q1 | 9946.8145 |
| median | 21869.653 |
| Q3 | 40954.441 |
| 95-th percentile | 70700.452 |
| Maximum | 99036.37 |
| Range | 98993.853 |
| Interquartile range (IQR) | 31007.626 |
Descriptive statistics
| Standard deviation | 21621.052 |
|---|---|
| Coefficient of variation (CV) | 0.79030535 |
| Kurtosis | 0.014246727 |
| Mean | 27357.845 |
| Median Absolute Deviation (MAD) | 14194.94 |
| Skewness | 0.87398539 |
| Sum | 1.1832268 × 108 |
| Variance | 4.6746987 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15929.8755 | 2 | < 0.1% |
| 19064.128 | 1 | < 0.1% |
| 14688.26 | 1 | < 0.1% |
| 17256.0762 | 1 | < 0.1% |
| 10514.3223 | 1 | < 0.1% |
| 16689.9376 | 1 | < 0.1% |
| 34924.3664 | 1 | < 0.1% |
| 8040.2208 | 1 | < 0.1% |
| 60949.6079 | 1 | < 0.1% |
| 1064.272 | 1 | < 0.1% |
| Other values (4314) | 4314 |
| Value | Count | Frequency (%) |
| 42.5165 | 1 | |
| 46.0428 | 1 | |
| 47.43 | 1 | |
| 59.2722 | 1 | |
| 70.6056 | 1 | |
| 73.2962 | 1 | |
| 93.67 | 1 | |
| 97.5096 | 1 | |
| 106.32 | 1 | |
| 114.4176 | 1 |
| Value | Count | Frequency (%) |
| 99036.3696 | 1 | |
| 97631.1921 | 1 | |
| 96528.5579 | 1 | |
| 96137.34 | 1 | |
| 94594.4951 | 1 | |
| 94246.0402 | 1 | |
| 94083.759 | 1 | |
| 93714.673 | 1 | |
| 93567.2472 | 1 | |
| 93254.265 | 1 |
Shelf Life (days)
Real number (ℝ)
| Distinct | 146 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.12763 |
| Minimum | 1 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| median | 22 |
| Q3 | 30 |
| 95-th percentile | 101 |
| Maximum | 150 |
| Range | 149 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 30.272114 |
|---|---|
| Coefficient of variation (CV) | 1.0392921 |
| Kurtosis | 4.1148805 |
| Mean | 29.12763 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 2.0824962 |
| Sum | 125977 |
| Variance | 916.40091 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 264 | 6.1% |
| 13 | 196 | 4.5% |
| 12 | 177 | 4.1% |
| 14 | 174 | 4.0% |
| 6 | 159 | 3.7% |
| 26 | 158 | 3.7% |
| 5 | 154 | 3.6% |
| 28 | 150 | 3.5% |
| 29 | 137 | 3.2% |
| 30 | 131 | 3.0% |
| Other values (136) | 2625 |
| Value | Count | Frequency (%) |
| 1 | 119 | |
| 2 | 106 | |
| 5 | 154 | |
| 6 | 159 | |
| 7 | 264 | |
| 8 | 105 | 2.4% |
| 9 | 101 | 2.3% |
| 10 | 111 | |
| 11 | 117 | |
| 12 | 177 |
| Value | Count | Frequency (%) |
| 150 | 5 | |
| 149 | 3 | 0.1% |
| 148 | 8 | |
| 147 | 7 | |
| 146 | 6 | |
| 145 | 5 | |
| 144 | 5 | |
| 143 | 6 | |
| 142 | 2 | < 0.1% |
| 141 | 3 | 0.1% |
Storage Condition
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.0 KiB |
| Refrigerated | |
|---|---|
| Frozen | |
| Ambient | |
| Polythene Packet | 225 |
| Tetra Pack | 204 |
Length
| Max length | 16 |
|---|---|
| Median length | 12 |
| Mean length | 10.213179 |
| Min length | 6 |
Characters and Unicode
| Total characters | 44172 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Frozen |
|---|---|
| 2nd row | Tetra Pack |
| 3rd row | Refrigerated |
| 4th row | Frozen |
| 5th row | Refrigerated |
Common Values
| Value | Count | Frequency (%) |
| Refrigerated | 2459 | |
| Frozen | 1035 | |
| Ambient | 402 | 9.3% |
| Polythene Packet | 225 | 5.2% |
| Tetra Pack | 204 | 4.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| refrigerated | 2459 | |
| frozen | 1035 | |
| ambient | 402 | 8.5% |
| polythene | 225 | 4.7% |
| packet | 225 | 4.7% |
| tetra | 204 | 4.3% |
| pack | 204 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9693 | |
| r | 6157 | |
| t | 3515 | 8.0% |
| a | 3092 | 7.0% |
| i | 2861 | 6.5% |
| R | 2459 | 5.6% |
| f | 2459 | 5.6% |
| g | 2459 | 5.6% |
| d | 2459 | 5.6% |
| n | 1662 | 3.8% |
| Other values (14) | 7356 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 38989 | |
| Uppercase Letter | 4754 | 10.8% |
| Space Separator | 429 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9693 | |
| r | 6157 | |
| t | 3515 | 9.0% |
| a | 3092 | 7.9% |
| i | 2861 | 7.3% |
| f | 2459 | 6.3% |
| g | 2459 | 6.3% |
| d | 2459 | 6.3% |
| n | 1662 | 4.3% |
| o | 1260 | 3.2% |
| Other values (8) | 3372 | 8.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 2459 | |
| F | 1035 | |
| P | 654 | 13.8% |
| A | 402 | 8.5% |
| T | 204 | 4.3% |
Space Separator
| Value | Count | Frequency (%) |
| 429 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 43743 | |
| Common | 429 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9693 | |
| r | 6157 | |
| t | 3515 | 8.0% |
| a | 3092 | 7.1% |
| i | 2861 | 6.5% |
| R | 2459 | 5.6% |
| f | 2459 | 5.6% |
| g | 2459 | 5.6% |
| d | 2459 | 5.6% |
| n | 1662 | 3.8% |
| Other values (13) | 6927 |
Common
| Value | Count | Frequency (%) |
| 429 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 9693 | |
| r | 6157 | |
| t | 3515 | 8.0% |
| a | 3092 | 7.0% |
| i | 2861 | 6.5% |
| R | 2459 | 5.6% |
| f | 2459 | 5.6% |
| g | 2459 | 5.6% |
| d | 2459 | 5.6% |
| n | 1662 | 3.8% |
| Other values (14) | 7356 |
Production Date
Categorical
HIGH CARDINALITY  UNIFORM 
| Distinct | 1405 |
|---|---|
| Distinct (%) | 32.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 283.1 KiB |
| 13/01/2022 | 9 |
|---|---|
| 03/09/2019 | 9 |
| 06/09/2022 | 9 |
| 09/11/2021 | 9 |
| 11/07/2019 | 8 |
| Other values (1400) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 43250 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 240 ? |
|---|---|
| Unique (%) | 5.5% |
Sample
| 1st row | 27/12/2021 |
|---|---|
| 2nd row | 03/10/2021 |
| 3rd row | 14/01/2022 |
| 4th row | 15/05/2019 |
| 5th row | 17/10/2020 |
Common Values
| Value | Count | Frequency (%) |
| 13/01/2022 | 9 | 0.2% |
| 03/09/2019 | 9 | 0.2% |
| 06/09/2022 | 9 | 0.2% |
| 09/11/2021 | 9 | 0.2% |
| 11/07/2019 | 8 | 0.2% |
| 18/01/2021 | 8 | 0.2% |
| 22/05/2019 | 8 | 0.2% |
| 30/12/2021 | 8 | 0.2% |
| 12/07/2020 | 8 | 0.2% |
| 06/11/2019 | 8 | 0.2% |
| Other values (1395) | 4241 |
Length
| Value | Count | Frequency (%) |
| 13/01/2022 | 9 | 0.2% |
| 06/09/2022 | 9 | 0.2% |
| 09/11/2021 | 9 | 0.2% |
| 03/09/2019 | 9 | 0.2% |
| 12/07/2020 | 8 | 0.2% |
| 06/09/2021 | 8 | 0.2% |
| 10/11/2022 | 8 | 0.2% |
| 06/11/2019 | 8 | 0.2% |
| 03/09/2020 | 8 | 0.2% |
| 30/12/2021 | 8 | 0.2% |
| Other values (1395) | 4241 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 10986 | |
| 0 | 10759 | |
| / | 8650 | |
| 1 | 5999 | |
| 9 | 1879 | 4.3% |
| 3 | 992 | 2.3% |
| 8 | 889 | 2.1% |
| 7 | 795 | 1.8% |
| 6 | 773 | 1.8% |
| 5 | 772 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34600 | |
| Other Punctuation | 8650 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 10986 | |
| 0 | 10759 | |
| 1 | 5999 | |
| 9 | 1879 | 5.4% |
| 3 | 992 | 2.9% |
| 8 | 889 | 2.6% |
| 7 | 795 | 2.3% |
| 6 | 773 | 2.2% |
| 5 | 772 | 2.2% |
| 4 | 756 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 8650 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 10986 | |
| 0 | 10759 | |
| / | 8650 | |
| 1 | 5999 | |
| 9 | 1879 | 4.3% |
| 3 | 992 | 2.3% |
| 8 | 889 | 2.1% |
| 7 | 795 | 1.8% |
| 6 | 773 | 1.8% |
| 5 | 772 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 10986 | |
| 0 | 10759 | |
| / | 8650 | |
| 1 | 5999 | |
| 9 | 1879 | 4.3% |
| 3 | 992 | 2.3% |
| 8 | 889 | 2.1% |
| 7 | 795 | 1.8% |
| 6 | 773 | 1.8% |
| 5 | 772 | 1.8% |
Expiration Date
Categorical
HIGH CARDINALITY  UNIFORM 
| Distinct | 1441 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 283.1 KiB |
| 27/07/2019 | 9 |
|---|---|
| 15/01/2021 | 9 |
| 01/02/2022 | 9 |
| 04/03/2020 | 9 |
| 10/03/2021 | 8 |
| Other values (1436) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 43250 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 273 ? |
|---|---|
| Unique (%) | 6.3% |
Sample
| 1st row | 21/01/2022 |
|---|---|
| 2nd row | 25/10/2021 |
| 3rd row | 13/02/2022 |
| 4th row | 26/07/2019 |
| 5th row | 28/10/2020 |
Common Values
| Value | Count | Frequency (%) |
| 27/07/2019 | 9 | 0.2% |
| 15/01/2021 | 9 | 0.2% |
| 01/02/2022 | 9 | 0.2% |
| 04/03/2020 | 9 | 0.2% |
| 10/03/2021 | 8 | 0.2% |
| 09/01/2019 | 8 | 0.2% |
| 19/04/2020 | 8 | 0.2% |
| 18/01/2021 | 8 | 0.2% |
| 03/08/2019 | 8 | 0.2% |
| 26/08/2019 | 8 | 0.2% |
| Other values (1431) | 4241 |
Length
| Value | Count | Frequency (%) |
| 27/07/2019 | 9 | 0.2% |
| 01/02/2022 | 9 | 0.2% |
| 04/03/2020 | 9 | 0.2% |
| 15/01/2021 | 9 | 0.2% |
| 06/02/2022 | 8 | 0.2% |
| 04/02/2019 | 8 | 0.2% |
| 01/03/2020 | 8 | 0.2% |
| 19/05/2021 | 8 | 0.2% |
| 10/04/2019 | 8 | 0.2% |
| 15/08/2019 | 8 | 0.2% |
| Other values (1431) | 4241 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 11034 | |
| 0 | 10781 | |
| / | 8650 | |
| 1 | 5964 | |
| 9 | 1819 | 4.2% |
| 3 | 1043 | 2.4% |
| 8 | 820 | 1.9% |
| 5 | 819 | 1.9% |
| 6 | 796 | 1.8% |
| 4 | 767 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34600 | |
| Other Punctuation | 8650 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 11034 | |
| 0 | 10781 | |
| 1 | 5964 | |
| 9 | 1819 | 5.3% |
| 3 | 1043 | 3.0% |
| 8 | 820 | 2.4% |
| 5 | 819 | 2.4% |
| 6 | 796 | 2.3% |
| 4 | 767 | 2.2% |
| 7 | 757 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 8650 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 11034 | |
| 0 | 10781 | |
| / | 8650 | |
| 1 | 5964 | |
| 9 | 1819 | 4.2% |
| 3 | 1043 | 2.4% |
| 8 | 820 | 1.9% |
| 5 | 819 | 1.9% |
| 6 | 796 | 1.8% |
| 4 | 767 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 11034 | |
| 0 | 10781 | |
| / | 8650 | |
| 1 | 5964 | |
| 9 | 1819 | 4.2% |
| 3 | 1043 | 2.4% |
| 8 | 820 | 1.9% |
| 5 | 819 | 1.9% |
| 6 | 796 | 1.8% |
| 4 | 767 | 1.8% |
Quantity Sold (liters/kg)
Real number (ℝ)
| Distinct | 806 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 248.09503 |
| Minimum | 1 |
|---|---|
| Maximum | 960 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8.2 |
| Q1 | 69 |
| median | 189 |
| Q3 | 374 |
| 95-th percentile | 678 |
| Maximum | 960 |
| Range | 959 |
| Interquartile range (IQR) | 305 |
Descriptive statistics
| Standard deviation | 217.02418 |
|---|---|
| Coefficient of variation (CV) | 0.87476231 |
| Kurtosis | 0.25000228 |
| Mean | 248.09503 |
| Median Absolute Deviation (MAD) | 138 |
| Skewness | 0.98198255 |
| Sum | 1073011 |
| Variance | 47099.495 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 41 | 0.9% |
| 2 | 37 | 0.9% |
| 8 | 27 | 0.6% |
| 9 | 26 | 0.6% |
| 4 | 25 | 0.6% |
| 5 | 25 | 0.6% |
| 13 | 24 | 0.6% |
| 6 | 22 | 0.5% |
| 48 | 22 | 0.5% |
| 7 | 22 | 0.5% |
| Other values (796) | 4054 |
| Value | Count | Frequency (%) |
| 1 | 41 | |
| 2 | 37 | |
| 3 | 18 | |
| 4 | 25 | |
| 5 | 25 | |
| 6 | 22 | |
| 7 | 22 | |
| 8 | 27 | |
| 9 | 26 | |
| 10 | 20 |
| Value | Count | Frequency (%) |
| 960 | 1 | < 0.1% |
| 956 | 1 | < 0.1% |
| 949 | 3 | |
| 945 | 1 | < 0.1% |
| 940 | 1 | < 0.1% |
| 934 | 1 | < 0.1% |
| 931 | 1 | < 0.1% |
| 930 | 2 | |
| 928 | 1 | < 0.1% |
| 926 | 1 | < 0.1% |
Price per Unit (sold)
Real number (ℝ)
| Distinct | 3446 |
|---|---|
| Distinct (%) | 79.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.77914 |
| Minimum | 5.21 |
|---|---|
| Maximum | 104.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 5.21 |
|---|---|
| 5-th percentile | 14.216 |
| Q1 | 32.64 |
| median | 54.14 |
| Q3 | 77.46 |
| 95-th percentile | 95.336 |
| Maximum | 104.51 |
| Range | 99.3 |
| Interquartile range (IQR) | 44.82 |
Descriptive statistics
| Standard deviation | 26.19279 |
|---|---|
| Coefficient of variation (CV) | 0.47815264 |
| Kurtosis | -1.1578943 |
| Mean | 54.77914 |
| Median Absolute Deviation (MAD) | 22.26 |
| Skewness | 0.014238974 |
| Sum | 236919.78 |
| Variance | 686.06227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.3 | 6 | 0.1% |
| 73.22 | 5 | 0.1% |
| 40.1 | 5 | 0.1% |
| 27.5 | 4 | 0.1% |
| 25.47 | 4 | 0.1% |
| 15.52 | 4 | 0.1% |
| 32.97 | 4 | 0.1% |
| 45.86 | 4 | 0.1% |
| 17.74 | 4 | 0.1% |
| 49.08 | 4 | 0.1% |
| Other values (3436) | 4281 |
| Value | Count | Frequency (%) |
| 5.21 | 1 | |
| 5.61 | 2 | |
| 5.94 | 2 | |
| 6.12 | 1 | |
| 6.58 | 1 | |
| 6.77 | 1 | |
| 6.78 | 1 | |
| 6.87 | 1 | |
| 6.95 | 1 | |
| 7.11 | 1 |
| Value | Count | Frequency (%) |
| 104.51 | 1 | |
| 104.15 | 1 | |
| 104.06 | 1 | |
| 103.89 | 1 | |
| 103.61 | 1 | |
| 103.57 | 1 | |
| 103.49 | 1 | |
| 103.2 | 1 | |
| 103.19 | 1 | |
| 103.11 | 1 |
Approx. Total Revenue(INR)
Real number (ℝ)
| Distinct | 4304 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13580.265 |
| Minimum | 12.54 |
|---|---|
| Maximum | 89108.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 12.54 |
|---|---|
| 5-th percentile | 342.796 |
| Q1 | 2916.65 |
| median | 8394.54 |
| Q3 | 19504.55 |
| 95-th percentile | 44801.764 |
| Maximum | 89108.9 |
| Range | 89096.36 |
| Interquartile range (IQR) | 16587.9 |
Descriptive statistics
| Standard deviation | 14617.009 |
|---|---|
| Coefficient of variation (CV) | 1.0763419 |
| Kurtosis | 3.0207264 |
| Mean | 13580.265 |
| Median Absolute Deviation (MAD) | 6621.9 |
| Skewness | 1.6916456 |
| Sum | 58734648 |
| Variance | 2.1365696 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2646.6 | 2 | < 0.1% |
| 6096 | 2 | < 0.1% |
| 18895.8 | 2 | < 0.1% |
| 4010.4 | 2 | < 0.1% |
| 3906 | 2 | < 0.1% |
| 8053.5 | 2 | < 0.1% |
| 7081.02 | 2 | < 0.1% |
| 5004 | 2 | < 0.1% |
| 129.78 | 2 | < 0.1% |
| 4875.12 | 2 | < 0.1% |
| Other values (4294) | 4305 |
| Value | Count | Frequency (%) |
| 12.54 | 1 | |
| 14.99 | 1 | |
| 16.3 | 1 | |
| 17.46 | 1 | |
| 19.66 | 1 | |
| 20.45 | 1 | |
| 21.12 | 1 | |
| 22.29 | 1 | |
| 23.89 | 1 | |
| 24.02 | 1 |
| Value | Count | Frequency (%) |
| 89108.9 | 1 | |
| 85913.52 | 1 | |
| 85352.94 | 1 | |
| 85036.41 | 1 | |
| 84838.46 | 1 | |
| 83934.9 | 1 | |
| 81350.52 | 1 | |
| 80237 | 1 | |
| 78360.4 | 1 | |
| 78214.5 | 1 |
Customer Location
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.1 KiB |
| Delhi | |
|---|---|
| Chandigarh | |
| Bihar | |
| Maharashtra | |
| Kerala | |
| Other values (10) |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 8.825896 |
| Min length | 5 |
Characters and Unicode
| Total characters | 38172 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Madhya Pradesh |
|---|---|
| 2nd row | Kerala |
| 3rd row | Madhya Pradesh |
| 4th row | Rajasthan |
| 5th row | Jharkhand |
Common Values
| Value | Count | Frequency (%) |
| Delhi | 499 | |
| Chandigarh | 489 | |
| Bihar | 284 | 6.6% |
| Maharashtra | 271 | 6.3% |
| Kerala | 267 | 6.2% |
| Tamil Nadu | 267 | 6.2% |
| Uttar Pradesh | 267 | 6.2% |
| Karnataka | 264 | 6.1% |
| West Bengal | 264 | 6.1% |
| Telangana | 251 | 5.8% |
| Other values (5) | 1202 |
Length
| Value | Count | Frequency (%) |
| pradesh | 515 | 9.6% |
| delhi | 499 | 9.3% |
| chandigarh | 489 | 9.1% |
| bihar | 284 | 5.3% |
| maharashtra | 271 | 5.0% |
| kerala | 267 | 5.0% |
| tamil | 267 | 5.0% |
| nadu | 267 | 5.0% |
| uttar | 267 | 5.0% |
| bengal | 264 | 4.9% |
| Other values (8) | 1981 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 9136 | |
| h | 3786 | 9.9% |
| r | 3348 | 8.8% |
| n | 2225 | 5.8% |
| e | 2060 | 5.4% |
| t | 1815 | 4.8% |
| d | 1762 | 4.6% |
| l | 1548 | 4.1% |
| i | 1539 | 4.0% |
| s | 1284 | 3.4% |
| Other values (21) | 9669 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31755 | |
| Uppercase Letter | 5371 | 14.1% |
| Space Separator | 1046 | 2.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9136 | |
| h | 3786 | |
| r | 3348 | 10.5% |
| n | 2225 | 7.0% |
| e | 2060 | 6.5% |
| t | 1815 | 5.7% |
| d | 1762 | 5.5% |
| l | 1548 | 4.9% |
| i | 1539 | 4.8% |
| s | 1284 | 4.0% |
| Other values (6) | 3252 | 10.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 548 | |
| K | 531 | |
| M | 519 | |
| T | 518 | |
| P | 515 | |
| D | 499 | |
| C | 489 | |
| N | 267 | 5.0% |
| U | 267 | 5.0% |
| W | 264 | 4.9% |
| Other values (4) | 954 |
Space Separator
| Value | Count | Frequency (%) |
| 1046 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37126 | |
| Common | 1046 | 2.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9136 | |
| h | 3786 | |
| r | 3348 | 9.0% |
| n | 2225 | 6.0% |
| e | 2060 | 5.5% |
| t | 1815 | 4.9% |
| d | 1762 | 4.7% |
| l | 1548 | 4.2% |
| i | 1539 | 4.1% |
| s | 1284 | 3.5% |
| Other values (20) | 8623 |
Common
| Value | Count | Frequency (%) |
| 1046 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 9136 | |
| h | 3786 | 9.9% |
| r | 3348 | 8.8% |
| n | 2225 | 5.8% |
| e | 2060 | 5.4% |
| t | 1815 | 4.8% |
| d | 1762 | 4.6% |
| l | 1548 | 4.1% |
| i | 1539 | 4.0% |
| s | 1284 | 3.4% |
| Other values (21) | 9669 |
Sales Channel
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 270.5 KiB |
| Retail | |
|---|---|
| Wholesale | |
| Online |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 7.023815 |
| Min length | 6 |
Characters and Unicode
| Total characters | 30378 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Wholesale |
|---|---|
| 2nd row | Wholesale |
| 3rd row | Online |
| 4th row | Online |
| 5th row | Retail |
Common Values
| Value | Count | Frequency (%) |
| Retail | 1478 | |
| Wholesale | 1476 | |
| Online | 1371 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| retail | 1478 | |
| wholesale | 1476 | |
| online | 1371 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5801 | |
| l | 5801 | |
| a | 2954 | |
| i | 2849 | |
| n | 2742 | |
| R | 1478 | 4.9% |
| t | 1478 | 4.9% |
| W | 1476 | 4.9% |
| h | 1476 | 4.9% |
| o | 1476 | 4.9% |
| Other values (2) | 2847 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26053 | |
| Uppercase Letter | 4325 | 14.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5801 | |
| l | 5801 | |
| a | 2954 | |
| i | 2849 | |
| n | 2742 | |
| t | 1478 | 5.7% |
| h | 1476 | 5.7% |
| o | 1476 | 5.7% |
| s | 1476 | 5.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 1478 | |
| W | 1476 | |
| O | 1371 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 30378 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5801 | |
| l | 5801 | |
| a | 2954 | |
| i | 2849 | |
| n | 2742 | |
| R | 1478 | 4.9% |
| t | 1478 | 4.9% |
| W | 1476 | 4.9% |
| h | 1476 | 4.9% |
| o | 1476 | 4.9% |
| Other values (2) | 2847 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30378 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5801 | |
| l | 5801 | |
| a | 2954 | |
| i | 2849 | |
| n | 2742 | |
| R | 1478 | 4.9% |
| t | 1478 | 4.9% |
| W | 1476 | 4.9% |
| h | 1476 | 4.9% |
| o | 1476 | 4.9% |
| Other values (2) | 2847 |
Quantity in Stock (liters/kg)
Real number (ℝ)
| Distinct | 808 |
|---|---|
| Distinct (%) | 18.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 252.06867 |
| Minimum | 0 |
|---|---|
| Maximum | 976 |
| Zeros | 18 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 66 |
| median | 191 |
| Q3 | 387 |
| 95-th percentile | 714 |
| Maximum | 976 |
| Range | 976 |
| Interquartile range (IQR) | 321 |
Descriptive statistics
| Standard deviation | 223.62087 |
|---|---|
| Coefficient of variation (CV) | 0.88714266 |
| Kurtosis | 0.11768276 |
| Mean | 252.06867 |
| Median Absolute Deviation (MAD) | 145 |
| Skewness | 0.96230075 |
| Sum | 1090197 |
| Variance | 50006.293 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 33 | 0.8% |
| 8 | 33 | 0.8% |
| 1 | 32 | 0.7% |
| 7 | 31 | 0.7% |
| 10 | 30 | 0.7% |
| 21 | 26 | 0.6% |
| 4 | 24 | 0.6% |
| 5 | 23 | 0.5% |
| 9 | 22 | 0.5% |
| 14 | 22 | 0.5% |
| Other values (798) | 4049 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 32 | |
| 2 | 33 | |
| 3 | 14 | |
| 4 | 24 | |
| 5 | 23 | |
| 6 | 16 | |
| 7 | 31 | |
| 8 | 33 | |
| 9 | 22 |
| Value | Count | Frequency (%) |
| 976 | 1 | < 0.1% |
| 968 | 1 | < 0.1% |
| 962 | 1 | < 0.1% |
| 955 | 1 | < 0.1% |
| 948 | 3 | |
| 945 | 1 | < 0.1% |
| 944 | 1 | < 0.1% |
| 941 | 1 | < 0.1% |
| 932 | 1 | < 0.1% |
| 930 | 1 | < 0.1% |
Minimum Stock Threshold (liters/kg)
Real number (ℝ)
| Distinct | 3432 |
|---|---|
| Distinct (%) | 79.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.826143 |
| Minimum | 10.02 |
|---|---|
| Maximum | 99.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 10.02 |
|---|---|
| 5-th percentile | 14.804 |
| Q1 | 32.91 |
| median | 56.46 |
| Q3 | 79.01 |
| 95-th percentile | 95.734 |
| Maximum | 99.99 |
| Range | 89.97 |
| Interquartile range (IQR) | 46.1 |
Descriptive statistics
| Standard deviation | 26.30145 |
|---|---|
| Coefficient of variation (CV) | 0.47113141 |
| Kurtosis | -1.2333583 |
| Mean | 55.826143 |
| Median Absolute Deviation (MAD) | 23.11 |
| Skewness | -0.041864116 |
| Sum | 241448.07 |
| Variance | 691.76626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.28 | 4 | 0.1% |
| 96.27 | 4 | 0.1% |
| 45.63 | 4 | 0.1% |
| 57.39 | 4 | 0.1% |
| 11.63 | 4 | 0.1% |
| 29.73 | 4 | 0.1% |
| 40.89 | 4 | 0.1% |
| 53.4 | 4 | 0.1% |
| 83.01 | 4 | 0.1% |
| 94.08 | 4 | 0.1% |
| Other values (3422) | 4285 |
| Value | Count | Frequency (%) |
| 10.02 | 1 | |
| 10.03 | 2 | |
| 10.07 | 1 | |
| 10.09 | 1 | |
| 10.1 | 1 | |
| 10.11 | 1 | |
| 10.17 | 1 | |
| 10.19 | 1 | |
| 10.21 | 2 | |
| 10.25 | 1 |
| Value | Count | Frequency (%) |
| 99.99 | 1 | |
| 99.97 | 1 | |
| 99.96 | 1 | |
| 99.93 | 1 | |
| 99.92 | 2 | |
| 99.88 | 2 | |
| 99.87 | 1 | |
| 99.86 | 1 | |
| 99.85 | 2 | |
| 99.83 | 2 |
Reorder Quantity (liters/kg)
Real number (ℝ)
| Distinct | 3833 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.10782 |
| Minimum | 20.02 |
|---|---|
| Maximum | 199.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.9 KiB |
Quantile statistics
| Minimum | 20.02 |
|---|---|
| 5-th percentile | 28.99 |
| Q1 | 64.28 |
| median | 108.34 |
| Q3 | 153.39 |
| 95-th percentile | 189.812 |
| Maximum | 199.95 |
| Range | 179.93 |
| Interquartile range (IQR) | 89.11 |
Descriptive statistics
| Standard deviation | 51.501035 |
|---|---|
| Coefficient of variation (CV) | 0.47201965 |
| Kurtosis | -1.1766584 |
| Mean | 109.10782 |
| Median Absolute Deviation (MAD) | 44.44 |
| Skewness | 0.013757116 |
| Sum | 471891.32 |
| Variance | 2652.3566 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.41 | 4 | 0.1% |
| 157.81 | 4 | 0.1% |
| 126.54 | 3 | 0.1% |
| 173.77 | 3 | 0.1% |
| 119.65 | 3 | 0.1% |
| 191.7 | 3 | 0.1% |
| 66.62 | 3 | 0.1% |
| 26.59 | 3 | 0.1% |
| 36.73 | 3 | 0.1% |
| 167.14 | 3 | 0.1% |
| Other values (3823) | 4293 |
| Value | Count | Frequency (%) |
| 20.02 | 1 | |
| 20.04 | 2 | |
| 20.09 | 1 | |
| 20.12 | 2 | |
| 20.14 | 1 | |
| 20.15 | 1 | |
| 20.18 | 1 | |
| 20.19 | 1 | |
| 20.21 | 2 | |
| 20.23 | 1 |
| Value | Count | Frequency (%) |
| 199.95 | 1 | |
| 199.92 | 1 | |
| 199.81 | 1 | |
| 199.77 | 1 | |
| 199.71 | 2 | |
| 199.68 | 1 | |
| 199.59 | 1 | |
| 199.47 | 1 | |
| 199.45 | 1 | |
| 199.43 | 1 |
| Total Land Area (acres) | Number of Cows | Product ID | Quantity (liters/kg) | Price per Unit | Total Value | Shelf Life (days) | Quantity Sold (liters/kg) | Price per Unit (sold) | Approx. Total Revenue(INR) | Quantity in Stock (liters/kg) | Minimum Stock Threshold (liters/kg) | Reorder Quantity (liters/kg) | Location | Farm Size | Product Name | Brand | Storage Condition | Customer Location | Sales Channel | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Land Area (acres) | 1.000 | -0.010 | -0.008 | -0.001 | 0.017 | 0.007 | 0.006 | -0.038 | 0.014 | -0.024 | 0.024 | 0.011 | 0.014 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 |
| Number of Cows | -0.010 | 1.000 | 0.010 | -0.004 | -0.006 | -0.014 | 0.001 | 0.009 | -0.007 | 0.004 | -0.021 | 0.003 | 0.029 | 0.000 | 0.000 | 0.018 | 0.019 | 0.000 | 0.013 | 0.041 |
| Product ID | -0.008 | 0.010 | 1.000 | -0.028 | 0.003 | -0.013 | -0.112 | -0.023 | 0.001 | -0.020 | -0.015 | -0.005 | -0.003 | 0.000 | 0.012 | 1.000 | 0.435 | 0.800 | 0.018 | 0.029 |
| Quantity (liters/kg) | -0.001 | -0.004 | -0.028 | 1.000 | -0.010 | 0.762 | -0.004 | 0.654 | -0.008 | 0.568 | 0.684 | -0.010 | 0.003 | 0.018 | 0.000 | 0.017 | 0.026 | 0.000 | 0.000 | 0.015 |
| Price per Unit | 0.017 | -0.006 | 0.003 | -0.010 | 1.000 | 0.569 | -0.006 | 0.001 | 0.994 | 0.427 | -0.011 | 0.012 | 0.008 | 0.017 | 0.000 | 0.000 | 0.000 | 0.010 | 0.022 | 0.022 |
| Total Value | 0.007 | -0.014 | -0.013 | 0.762 | 0.569 | 1.000 | -0.005 | 0.533 | 0.567 | 0.749 | 0.547 | 0.010 | -0.000 | 0.006 | 0.019 | 0.009 | 0.009 | 0.000 | 0.000 | 0.031 |
| Shelf Life (days) | 0.006 | 0.001 | -0.112 | -0.004 | -0.006 | -0.005 | 1.000 | 0.011 | -0.006 | 0.004 | -0.004 | -0.012 | -0.027 | 0.011 | 0.024 | 0.524 | 0.313 | 0.562 | 0.017 | 0.000 |
| Quantity Sold (liters/kg) | -0.038 | 0.009 | -0.023 | 0.654 | 0.001 | 0.533 | 0.011 | 1.000 | 0.001 | 0.876 | 0.024 | -0.003 | 0.008 | 0.000 | 0.000 | 0.009 | 0.000 | 0.019 | 0.016 | 0.000 |
| Price per Unit (sold) | 0.014 | -0.007 | 0.001 | -0.008 | 0.994 | 0.567 | -0.006 | 0.001 | 1.000 | 0.430 | -0.011 | 0.014 | 0.005 | 0.000 | 0.011 | 0.008 | 0.000 | 0.000 | 0.020 | 0.000 |
| Approx. Total Revenue(INR) | -0.024 | 0.004 | -0.020 | 0.568 | 0.427 | 0.749 | 0.004 | 0.876 | 0.430 | 1.000 | 0.038 | 0.007 | 0.003 | 0.025 | 0.000 | 0.000 | 0.005 | 0.000 | 0.012 | 0.030 |
| Quantity in Stock (liters/kg) | 0.024 | -0.021 | -0.015 | 0.684 | -0.011 | 0.547 | -0.004 | 0.024 | -0.011 | 0.038 | 1.000 | -0.002 | 0.013 | 0.000 | 0.032 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 |
| Minimum Stock Threshold (liters/kg) | 0.011 | 0.003 | -0.005 | -0.010 | 0.012 | 0.010 | -0.012 | -0.003 | 0.014 | 0.007 | -0.002 | 1.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 |
| Reorder Quantity (liters/kg) | 0.014 | 0.029 | -0.003 | 0.003 | 0.008 | -0.000 | -0.027 | 0.008 | 0.005 | 0.003 | 0.013 | 0.017 | 1.000 | 0.019 | 0.024 | 0.013 | 0.000 | 0.028 | 0.036 | 0.007 |
| Location | 0.000 | 0.000 | 0.000 | 0.018 | 0.017 | 0.006 | 0.011 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.019 | 1.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.010 |
| Farm Size | 0.026 | 0.000 | 0.012 | 0.000 | 0.000 | 0.019 | 0.024 | 0.000 | 0.011 | 0.000 | 0.032 | 0.000 | 0.024 | 0.000 | 1.000 | 0.012 | 0.026 | 0.009 | 0.015 | 0.017 |
| Product Name | 0.000 | 0.018 | 1.000 | 0.017 | 0.000 | 0.009 | 0.524 | 0.009 | 0.008 | 0.000 | 0.022 | 0.000 | 0.013 | 0.000 | 0.012 | 1.000 | 0.435 | 0.800 | 0.018 | 0.029 |
| Brand | 0.000 | 0.019 | 0.435 | 0.026 | 0.000 | 0.009 | 0.313 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.016 | 0.026 | 0.435 | 1.000 | 0.269 | 0.020 | 0.007 |
| Storage Condition | 0.000 | 0.000 | 0.800 | 0.000 | 0.010 | 0.000 | 0.562 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.009 | 0.800 | 0.269 | 1.000 | 0.000 | 0.000 |
| Customer Location | 0.000 | 0.013 | 0.018 | 0.000 | 0.022 | 0.000 | 0.017 | 0.016 | 0.020 | 0.012 | 0.000 | 0.010 | 0.036 | 0.000 | 0.015 | 0.018 | 0.020 | 0.000 | 1.000 | 0.051 |
| Sales Channel | 0.016 | 0.041 | 0.029 | 0.015 | 0.022 | 0.031 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.007 | 0.010 | 0.017 | 0.029 | 0.007 | 0.000 | 0.051 | 1.000 |
| Location | Total Land Area (acres) | Number of Cows | Farm Size | Date | Product ID | Product Name | Brand | Quantity (liters/kg) | Price per Unit | Total Value | Shelf Life (days) | Storage Condition | Production Date | Expiration Date | Quantity Sold (liters/kg) | Price per Unit (sold) | Approx. Total Revenue(INR) | Customer Location | Sales Channel | Quantity in Stock (liters/kg) | Minimum Stock Threshold (liters/kg) | Reorder Quantity (liters/kg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Telangana | 310.84 | 96 | Medium | 17/02/2022 | 5 | Ice Cream | Dodla Dairy | 222.40 | 85.72 | 19064.1280 | 25 | Frozen | 27/12/2021 | 21/01/2022 | 7 | 82.24 | 575.68 | Madhya Pradesh | Wholesale | 215 | 19.55 | 64.03 |
| 1 | Uttar Pradesh | 19.19 | 44 | Large | 01/12/2021 | 1 | Milk | Amul | 687.48 | 42.61 | 29293.5228 | 22 | Tetra Pack | 03/10/2021 | 25/10/2021 | 558 | 39.24 | 21895.92 | Kerala | Wholesale | 129 | 43.17 | 181.10 |
| 2 | Tamil Nadu | 581.69 | 24 | Medium | 28/02/2022 | 4 | Yogurt | Dodla Dairy | 503.48 | 36.50 | 18377.0200 | 30 | Refrigerated | 14/01/2022 | 13/02/2022 | 256 | 33.81 | 8655.36 | Madhya Pradesh | Online | 247 | 15.10 | 140.83 |
| 3 | Telangana | 908.00 | 89 | Small | 09/06/2019 | 3 | Cheese | Britannia Industries | 823.36 | 26.52 | 21835.5072 | 72 | Frozen | 15/05/2019 | 26/07/2019 | 601 | 28.92 | 17380.92 | Rajasthan | Online | 222 | 74.50 | 57.68 |
| 4 | Maharashtra | 861.95 | 21 | Medium | 14/12/2020 | 8 | Buttermilk | Mother Dairy | 147.77 | 83.85 | 12390.5145 | 11 | Refrigerated | 17/10/2020 | 28/10/2020 | 145 | 83.07 | 12045.15 | Jharkhand | Retail | 2 | 76.02 | 33.40 |
| 5 | Telangana | 87.64 | 51 | Medium | 07/01/2019 | 6 | Curd | Raj | 593.92 | 85.54 | 50803.9168 | 5 | Refrigerated | 03/01/2019 | 08/01/2019 | 74 | 84.75 | 6271.50 | Gujarat | Retail | 519 | 55.60 | 139.59 |
| 6 | Karnataka | 73.28 | 74 | Small | 05/08/2022 | 3 | Cheese | Dynamix Dairies | 757.14 | 36.83 | 27885.4662 | 83 | Frozen | 14/06/2022 | 05/09/2022 | 410 | 32.66 | 13390.60 | Karnataka | Online | 347 | 49.82 | 105.86 |
| 7 | Bihar | 67.61 | 77 | Medium | 14/02/2019 | 9 | Paneer | Mother Dairy | 203.36 | 29.08 | 5913.7088 | 14 | Refrigerated | 06/01/2019 | 20/01/2019 | 15 | 29.09 | 436.35 | Haryana | Online | 188 | 10.90 | 25.14 |
| 8 | West Bengal | 72.31 | 76 | Medium | 02/08/2020 | 6 | Curd | Raj | 949.12 | 22.79 | 21630.4448 | 6 | Refrigerated | 06/06/2020 | 12/06/2020 | 860 | 24.77 | 21302.20 | Jharkhand | Wholesale | 89 | 85.71 | 32.03 |
| 9 | Telangana | 413.24 | 36 | Large | 04/03/2022 | 8 | Buttermilk | Mother Dairy | 385.64 | 42.08 | 16227.7312 | 9 | Refrigerated | 03/02/2022 | 12/02/2022 | 108 | 46.15 | 4984.20 | Tamil Nadu | Retail | 277 | 93.61 | 66.26 |
| Location | Total Land Area (acres) | Number of Cows | Farm Size | Date | Product ID | Product Name | Brand | Quantity (liters/kg) | Price per Unit | Total Value | Shelf Life (days) | Storage Condition | Production Date | Expiration Date | Quantity Sold (liters/kg) | Price per Unit (sold) | Approx. Total Revenue(INR) | Customer Location | Sales Channel | Quantity in Stock (liters/kg) | Minimum Stock Threshold (liters/kg) | Reorder Quantity (liters/kg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4315 | Chandigarh | 147.69 | 10 | Large | 07/02/2021 | 1 | Milk | Sudha | 513.97 | 34.56 | 17762.8032 | 2 | Polythene Packet | 17/01/2021 | 19/01/2021 | 323 | 32.66 | 10549.18 | Maharashtra | Retail | 190 | 33.84 | 173.39 |
| 4316 | Telangana | 449.88 | 28 | Small | 05/01/2021 | 8 | Buttermilk | Amul | 877.57 | 83.56 | 73329.7492 | 8 | Refrigerated | 10/11/2020 | 18/11/2020 | 855 | 84.48 | 72230.40 | Gujarat | Retail | 22 | 34.43 | 54.45 |
| 4317 | Kerala | 662.40 | 80 | Medium | 06/11/2019 | 8 | Buttermilk | Sudha | 250.96 | 26.81 | 6728.2376 | 14 | Refrigerated | 07/10/2019 | 21/10/2019 | 229 | 29.50 | 6755.50 | Uttar Pradesh | Wholesale | 21 | 30.84 | 39.60 |
| 4318 | Madhya Pradesh | 641.66 | 74 | Small | 20/01/2020 | 2 | Butter | Warana | 970.92 | 37.86 | 36759.0312 | 26 | Frozen | 13/12/2019 | 08/01/2020 | 26 | 42.54 | 1106.04 | Chandigarh | Wholesale | 944 | 36.23 | 32.27 |
| 4319 | Uttar Pradesh | 269.63 | 91 | Small | 05/03/2020 | 3 | Cheese | Dynamix Dairies | 517.69 | 90.28 | 46737.0532 | 85 | Frozen | 07/02/2020 | 02/05/2020 | 239 | 86.91 | 20771.49 | Karnataka | Wholesale | 278 | 51.96 | 106.10 |
| 4320 | Delhi | 748.71 | 89 | Medium | 24/02/2022 | 6 | Curd | Mother Dairy | 554.90 | 88.45 | 49080.9050 | 5 | Refrigerated | 16/02/2022 | 21/02/2022 | 352 | 87.20 | 30694.40 | Uttar Pradesh | Online | 202 | 98.07 | 33.53 |
| 4321 | Jharkhand | 385.91 | 29 | Large | 14/05/2022 | 4 | Yogurt | Palle2patnam | 818.33 | 55.35 | 45294.5655 | 23 | Refrigerated | 22/03/2022 | 14/04/2022 | 68 | 58.39 | 3970.52 | Kerala | Retail | 750 | 87.41 | 114.37 |
| 4322 | Chandigarh | 311.54 | 65 | Small | 05/01/2020 | 6 | Curd | Mother Dairy | 583.56 | 92.61 | 54043.4916 | 7 | Refrigerated | 04/01/2020 | 11/01/2020 | 141 | 89.46 | 12613.86 | Haryana | Retail | 442 | 33.47 | 153.66 |
| 4323 | Maharashtra | 890.55 | 90 | Small | 25/10/2022 | 6 | Curd | Raj | 3.10 | 15.30 | 47.4300 | 7 | Refrigerated | 02/10/2022 | 09/10/2022 | 2 | 10.56 | 21.12 | Jharkhand | Wholesale | 1 | 58.25 | 160.84 |
| 4324 | Rajasthan | 492.86 | 58 | Large | 20/01/2019 | 1 | Milk | Mother Dairy | 820.50 | 49.31 | 40458.8550 | 1 | Polythene Packet | 06/01/2019 | 07/01/2019 | 417 | 44.55 | 18577.35 | Madhya Pradesh | Online | 403 | 22.34 | 189.63 |